The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-16"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "94495403 (up from 93876206 yesterday: 0.66 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "2022125 (up from 2009092 yesterday: 0.65 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 14081383

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.14



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 23758855 202758 0.86 4716929 395851 3352 0.85 1.67
India 10557985 15144 0.14 370135 152274 181 0.12 1.44
Brazil 8455059 61567 0.73 989253 209296 1050 0.50 2.48
Russia 3507201 23670 0.68 515078 64134 576 0.91 1.83
United Kingdom 3367070 41428 1.25 1104335 88747 1299 1.49 2.64
France 2931686 290 0.01 323998 70093 3 0.00 2.39
Turkey 2380665 7550 0.32 247292 23832 168 0.71 1.00
Italy 2368733 16310 0.69 329974 81800 475 0.58 3.45
Spain 2252164 0 0.00 397213 53314 0 0.00 2.37
Germany 2038645 14817 0.73 392405 46464 759 1.66 2.28
Colombia 1891034 20855 1.12 306131 48256 388 0.81 2.55
Argentina 1791979 8932 0.50 213712 45295 68 0.15 2.53
Mexico 1630258 20523 1.27 253041 140241 1219 0.88 8.60
Poland 1429612 7292 0.51 175655 33213 369 1.12 2.32
South Africa 1325659 13973 1.07 330748 36851 384 1.05 2.78
Iran 1324395 6100 0.46 129432 56717 96 0.17 4.28
Ukraine 1192114 8151 0.69 142397 21637 158 0.74 1.82
Peru 1056023 0 0.00 50477 38654 0 0.00 3.66
Netherlands 919712 5324 0.58 154805 13066 97 0.75 1.42
Indonesia 896642 14224 1.61 189805 25767 283 1.11 2.87
Czechia 883906 9301 1.06 216337 14215 186 1.33 1.61
Canada 706897 6359 0.91 162844 17887 144 0.81 2.53
Romania 691488 3218 0.47 77728 17164 66 0.39 2.48
Belgium 677209 2120 0.31 39179 20396 44 0.22 3.01
Chile 665493 4313 0.65 67099 17435 66 0.38 2.62
Iraq 607587 596 0.10 16808 12935 3 0.02 2.13
Israel 543499 8450 1.58 144835 3959 49 1.25 0.73
Portugal 539416 10947 2.07 146420 8709 166 1.94 1.61
Bangladesh 527063 578 0.11 18964 7883 21 0.27 1.50
Sweden 523486 0 0.00 127438 10323 0 0.00 1.97
Pakistan 519291 2521 0.49 47956 10951 43 0.39 2.11
Philippines 498691 2045 0.41 29686 9884 8 0.08 1.98
Switzerland 495228 0 0.00 67031 8675 29 0.34 1.75
Morocco 458865 1240 0.27 28303 7911 23 0.29 1.72
Austria 392511 1723 0.44 42027 7053 66 0.94 1.80
Serbia 371216 1393 0.38 47849 3730 22 0.59 1.00
Saudi Arabia 364753 140 0.04 2687 6318 5 0.08 1.73
Hungary 350587 1438 0.41 35225 11264 87 0.78 3.21
Japan 324942 7071 2.22 106475 4261 57 1.36 1.31
Jordan 313557 706 0.23 27201 4137 16 0.39 1.32
Panama 296269 2677 0.91 67545 4738 49 1.04 1.60
Nepal 267056 240 0.09 9356 1954 6 0.31 0.73
United Arab Emirates 249808 3432 1.39 48916 740 7 0.95 0.30
Lebanon 249158 5872 2.41 79686 1866 41 2.25 0.75
Georgia 247025 1236 0.50 26517 2916 23 0.80 1.18
Ecuador 230808 3942 1.74 21534 14316 43 0.30 6.20
Azerbaijan 226951 402 0.18 13759 2998 15 0.50 1.32
Croatia 224575 763 0.34 20263 4588 38 0.84 2.04
Belarus 223537 1933 0.87 38615 1573 9 0.58 0.70
Slovakia 222752 2045 0.93 56103 3417 55 1.64 1.53
Kazakhstan 214927 1072 0.50 17785 2887 4 0.14 1.34
Bulgaria 211736 233 0.11 14352 8474 17 0.20 4.00
Dominican Republic 191339 2370 1.25 25399 2432 0 0.00 1.27
Denmark 188878 880 0.47 37114 1748 27 1.57 0.93
Bolivia 185680 2091 1.14 31331 9596 25 0.26 5.17
Costa Rica 184187 0 0.00 21197 2416 0 0.00 1.31
Tunisia 177231 2166 1.24 47001 5616 88 1.59 3.17
Ireland 169780 3232 1.94 84386 2595 59 2.33 1.53
Lithuania 166680 1120 0.68 37749 2414 38 1.60 1.45
Armenia 164235 263 0.16 6886 2987 13 0.44 1.82
Kuwait 157399 435 0.28 7950 947 0 0.00 0.60
Egypt 155507 887 0.57 24192 8527 54 0.64 5.48
Malaysia 155095 4029 2.67 51195 594 8 1.37 0.38
Moldova 152640 377 0.25 11644 3245 17 0.53 2.13
West Bank and Gaza 151569 427 0.28 19665 1700 13 0.77 1.12
Guatemala 148598 1038 0.70 13427 5220 43 0.83 3.51
Slovenia 148556 1540 1.05 34372 3140 19 0.61 2.11
Greece 148370 510 0.34 13256 5441 20 0.37 3.67
Qatar 147089 204 0.14 4186 246 0 0.00 0.17
Burma 133869 491 0.37 12589 2942 16 0.55 2.20
Honduras 133507 1095 0.83 14410 3348 4 0.12 2.51
Oman 131264 0 0.00 2974 1509 0 0.00 1.15
Ethiopia 130772 446 0.34 8359 2029 6 0.30 1.55
Paraguay 121648 859 0.71 17486 2495 16 0.65 2.05
Venezuela 119306 450 0.38 7355 1101 6 0.55 0.92
Bosnia and Herzegovina 117011 0 0.00 7681 4411 0 0.00 3.77
Nigeria 108943 1598 1.49 25367 1420 7 0.50 1.30
Libya 108017 0 0.00 10364 1651 0 0.00 1.53
Algeria 103611 230 0.22 5754 2831 4 0.14 2.73

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 2959863 37173 1.27 839253 33408 406 1.23 1.13 74910.06 845.51 1 in 13
Texas 2112662 17741 0.85 442307 32428 342 1.07 1.53 72860.76 1118.37 1 in 14
Florida 1560186 12119 0.78 295598 24004 205 0.86 1.54 72642.01 1117.62 1 in 14
New York 1228867 15945 1.31 304853 40806 169 0.42 3.32 63169.26 2097.61 1 in 16
Illinois 1064667 5343 0.50 130525 20020 147 0.74 1.88 84018.47 1579.88 1 in 12
Ohio 821507 7065 0.87 156839 10135 78 0.78 1.23 70279.75 867.05 1 in 14
Georgia 809663 8533 1.07 180875 12291 153 1.26 1.52 76257.96 1157.63 1 in 13
Pennsylvania 765489 6246 0.82 156722 19143 208 1.10 2.50 59794.54 1495.31 1 in 17
Tennessee 680847 4808 0.71 119955 8355 44 0.53 1.23 99638.47 1222.71 1 in 10
North Carolina 667826 7986 1.21 153896 8016 83 1.05 1.20 63674.74 764.30 1 in 16
Arizona 666901 8715 1.32 173860 11248 208 1.88 1.69 87578.51 1477.11 1 in 11
New Jersey 622089 6057 0.98 115365 20414 94 0.46 3.28 70037.79 2298.31 1 in 14
Indiana 587049 3889 0.67 95028 9287 41 0.44 1.58 87199.93 1379.49 1 in 11
Michigan 581785 2211 0.38 65459 14669 119 0.82 2.52 58255.06 1468.83 1 in 17
Wisconsin 566275 2409 0.43 60253 5905 135 2.34 1.04 97257.44 1014.18 1 in 10
Massachusetts 465726 5799 1.26 116124 13583 74 0.55 2.92 67015.73 1954.53 1 in 15
Missouri 447941 2114 0.47 57475 6467 31 0.48 1.44 72985.13 1053.70 1 in 14
Minnesota 445047 1485 0.33 38502 5955 37 0.63 1.34 78914.19 1055.92 1 in 13
Virginia 429391 6757 1.60 99814 5706 50 0.88 1.33 50306.37 668.50 1 in 20
Alabama 420681 3153 0.76 77223 6119 89 1.48 1.45 85797.50 1247.96 1 in 12
South Carolina 382422 6455 1.72 93530 6108 71 1.18 1.60 74275.25 1186.32 1 in 13
Colorado 373483 2025 0.55 49864 5363 20 0.37 1.44 64855.03 931.28 1 in 15
Louisiana 364853 0 0.00 68354 8080 0 0.00 2.21 78483.37 1738.09 1 in 13
Oklahoma 351665 3621 1.04 75157 2952 27 0.92 0.84 88872.27 746.03 1 in 11
Kentucky 324324 3055 0.95 68762 3093 32 1.05 0.95 72593.50 692.31 1 in 14
Maryland 324031 3292 1.03 58591 6541 47 0.72 2.02 53597.11 1081.93 1 in 19
Utah 322252 2150 0.67 58174 1485 13 0.88 0.46 100516.60 463.20 1 in 10
Iowa 304748 822 0.27 29955 4321 64 1.50 1.42 96589.93 1369.54 1 in 10
Washington 285970 0 0.00 49251 3903 0 0.00 1.36 37554.04 512.55 1 in 27
Arkansas 270178 2543 0.95 56209 4293 30 0.70 1.59 89527.39 1422.55 1 in 11
Nevada 260090 2040 0.79 44437 3761 63 1.70 1.45 84440.53 1221.04 1 in 12
Kansas 258354 0 0.00 45605 3489 0 0.00 1.35 88680.45 1197.61 1 in 11
Mississippi 250869 2680 1.08 45846 5481 70 1.29 2.18 84293.16 1841.64 1 in 12
Connecticut 223422 0 0.00 50679 6594 0 0.00 2.95 62665.92 1849.50 1 in 16
Nebraska 180910 0 0.00 19573 1837 0 0.00 1.02 93522.15 949.64 1 in 11
New Mexico 162893 1088 0.67 25667 2910 36 1.25 1.79 77685.40 1387.81 1 in 13
Idaho 155276 806 0.52 19489 1605 2 0.12 1.03 86646.41 895.61 1 in 12
Oregon 132412 1154 0.88 24086 1799 41 2.33 1.36 31394.09 426.53 1 in 32
West Virginia 108124 1475 1.38 27947 1761 28 1.62 1.63 60500.90 985.37 1 in 17
South Dakota 105278 341 0.32 8315 1633 4 0.25 1.55 119004.05 1845.91 1 in 8
Rhode Island 104443 0 0.00 22377 2005 0 0.00 1.92 98590.57 1892.65 1 in 10
North Dakota 95714 115 0.12 4360 1403 8 0.57 1.47 125598.70 1841.06 1 in 8
Montana 89056 421 0.47 9623 1088 2 0.18 1.22 83325.07 1017.99 1 in 12
Puerto Rico 86523 569 0.66 14080 1703 11 0.65 1.97 27091.83 533.24 1 in 37
Delaware 69372 645 0.94 14899 1016 14 1.40 1.46 71241.08 1043.37 1 in 14
New Hampshire 55945 395 0.71 16012 927 19 2.09 1.66 41144.77 681.76 1 in 24
Alaska 51653 187 0.36 6174 229 0 0.00 0.44 70608.10 313.04 1 in 14
Wyoming 49068 159 0.33 5922 522 0 0.00 1.06 84781.40 901.93 1 in 12
District of Columbia 33537 397 1.20 5827 847 5 0.59 2.53 47519.73 1200.14 1 in 21
Maine 33219 438 1.34 11672 507 30 6.29 1.53 24712.62 377.17 1 in 40
Hawaii 24474 156 0.64 3218 319 2 0.63 1.30 17285.46 225.30 1 in 58
Vermont 9915 181 1.86 2949 163 0 0.00 1.64 15889.70 261.22 1 in 63

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 37802255 2959863 7.83 6355713 839253 13.20 956723.1
2 Texas 15584254 2112662 13.56 2216916 442307 19.95 537464.4
3 Florida 17546717 1560186 8.89 2265366 295598 13.05 816972.3
4 New York 28732991 1228867 4.28 4234796 304853 7.20 1477004.2
5 Illinois 14667148 1064667 7.26 1727762 130525 7.55 1157461.7
6 Ohio 8431240 821507 9.74 897189 156839 17.48 721290.8
7 Georgia 5887700 809663 13.75 669226 180875 27.03 554531.9
8 Pennsylvania 4217008 765489 18.15 390759 156722 40.11 329402.6
9 Tennessee 6097151 680847 11.17 549036 119955 21.85 892286.8
10 North Carolina 8014058 667826 8.33 1264528 153896 12.17 764110.8
11 Arizona 3193177 666901 20.89 429441 173860 40.49 419333.1
12 New Jersey 8682801 622089 7.16 1218437 115365 9.47 977551.8
13 Indiana 6386194 587049 9.19 868680 95028 10.94 948601.6
14 Michigan 8807614 581785 6.61 828345 65459 7.90 881920.5
15 Wisconsin 5772267 566275 9.81 530924 60253 11.35 991383.8
16 Massachusetts 12259486 465726 3.80 1636996 116124 7.09 1764081.0
17 Missouri 3920745 447941 11.42 352196 57475 16.32 638825.4
18 Minnesota 5836107 445047 7.63 649081 38502 5.93 1034838.3
19 Virginia 4764813 429391 9.01 636014 99814 15.69 558233.5
20 Alabama 2021123 420681 20.81 181488 77223 42.55 412206.2
21 South Carolina 3663312 382422 10.44 631977 93530 14.80 711500.4
22 Colorado 4973741 373483 7.51 698953 49864 7.13 863686.2
23 Louisiana 4593428 364853 7.94 517606 68354 13.21 988090.2
24 Oklahoma 2952665 351665 11.91 361485 75157 20.79 746193.2
25 Kentucky 3400741 324324 9.54 287086 68762 23.95 761188.4
26 Maryland 6408323 324031 5.06 862288 58591 6.79 1059983.8
27 Utah 2448874 322252 13.16 256250 58174 22.70 763850.9
28 Iowa 1214729 304748 25.09 53049 29955 56.47 385008.6
29 Washington 4179833 285970 6.84 530623 49251 9.28 548902.4
30 Arkansas 2261205 270178 11.95 254413 56209 22.09 749283.0
31 Nevada 2317860 260090 11.22 287177 44437 15.47 752513.8
32 Kansas 1100365 258354 23.48 138161 45605 33.01 377702.2
33 Mississippi 1473795 250869 17.02 141114 45846 32.49 495202.0
34 Connecticut 4880936 223422 4.58 755857 50679 6.70 1369016.3
35 Nebraska 1908692 180910 9.48 209165 19573 9.36 986706.0
36 New Mexico 2140605 162893 7.61 216698 25667 11.84 1020877.2
37 Idaho 574288 155276 27.04 39656 19489 49.15 320461.6
38 Oregon 2919566 132412 4.54 382084 24086 6.30 692211.5
39 West Virginia 1759981 108124 6.14 298350 27947 9.37 984799.2
40 South Dakota 390520 105278 26.96 22739 8315 36.57 441435.6
41 Rhode Island 2242295 104443 4.66 354838 22377 6.31 2116648.6
42 North Dakota 1301427 95714 7.35 73230 4360 5.95 1707770.5
43 Montana 874943 89056 10.18 96402 9623 9.98 818638.7
45 Delaware 1108131 69372 6.26 168902 14899 8.82 1137987.2
46 New Hampshire 1138549 55945 4.91 132940 16012 12.04 837346.3
47 Alaska 1398649 51653 3.69 153586 6174 4.02 1911911.1
48 Wyoming 549805 49068 8.92 71454 5922 8.29 949972.3
49 District of Columbia 1000492 33537 3.35 136085 5827 4.28 1417631.5
50 Maine 1238985 33219 2.68 170456 11672 6.85 921718.4
51 Hawaii 905322 24474 2.70 109744 3218 2.93 639409.5
52 Vermont 796904 9915 1.24 116088 2949 2.54 1277112.3

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 5207127 512563 2134 0.42 9.84 3664 454 57998 26172 5.11
Veneto 3621037 296803 1929 0.65 8.20 2317 338 72371 7932 2.67
Piemonte 1810200 212265 1056 0.50 11.73 2464 162 15114 8381 3.95
Campania 2223213 206128 1132 0.55 9.27 1432 97 74066 3335 1.62
Emilia-Romagna 2795628 200552 1674 0.84 7.17 2508 231 55280 8705 4.34
Lazio 2939085 188400 1282 0.69 6.41 2792 286 77376 4378 2.32
Toscana 2026960 127446 436 0.34 6.29 706 125 8639 3957 3.10
Sicilia 1393086 119290 1954 1.67 8.56 1406 212 45452 2954 2.48
Puglia 1174161 108520 1123 1.05 9.24 1381 148 56003 2825 2.60
Liguria 770531 65535 321 0.49 8.51 653 63 4854 3104 4.74
Friuli Venezia Giulia 1031793 60381 870 1.46 5.85 682 66 12983 2070 3.43
Marche 611861 49671 409 0.83 8.12 591 85 11094 1772 3.57
Abruzzo 562518 39030 196 0.50 6.94 443 41 11286 1317 3.37
Sardegna 524445 35572 368 1.05 6.78 500 49 17675 898 2.52
P.A. Bolzano 400728 33211 496 1.52 8.29 202 26 12085 807 2.43
Umbria 547494 32150 241 0.76 5.87 278 49 4603 689 2.14
Calabria 478918 28722 295 1.04 6.00 291 27 9990 532 1.85
P.A. Trento 484054 24938 186 0.75 5.15 287 46 2386 1058 4.24
Basilicata 199893 12452 87 0.70 6.23 87 3 6881 291 2.34
Valle d’Aosta 66406 7621 20 0.26 11.48 44 4 413 393 5.16
Molise 126476 7483 101 1.37 5.92 56 8 1168 230 3.07

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 240970 2225 0.93 9005 67 0.75 3.74 28224.31 1054.74 1 in 35
Ontario 239066 2939 1.24 5361 59 1.11 2.24 16249.92 364.40 1 in 62
Alberta 116087 717 0.62 1417 15 1.07 1.22 26304.82 321.09 1 in 38
British Columbia 60117 0 0.00 1047 0 0.00 1.74 11762.47 204.86 1 in 85
Manitoba 27322 177 0.65 761 1 0.13 2.79 19834.24 552.44 1 in 50
Saskatchewan 19985 270 1.37 212 2 0.95 1.06 16912.56 179.41 1 in 59
Nova Scotia 1554 4 0.26 65 0 0.00 4.18 1589.84 66.50 1 in 629
New Brunswick 911 27 3.05 12 0 0.00 1.32 1167.96 15.38 1 in 856
Newfoundland and Labrador 395 0 0.00 4 0 0.00 1.01 757.63 7.67 1 in 1320
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 103 0 0.00 0 0 NaN 0.00 651.25 0.00 1 in 1536
Yukon 70 0 0.00 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 25 0 0.00 0 0 NaN 0.00 556.74 0.00 1 in 1796
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 72612.64 1209.81 1 in 14
India 7884.98 113.72 1 in 127
Brazil 40396.84 999.98 1 in 25
Russia 24271.29 443.83 1 in 41
United Kingdom 50678.36 1335.75 1 in 20
France 43763.04 1046.32 1 in 23
Turkey 29460.03 294.91 1 in 34
Italy 39165.56 1352.51 1 in 26
Spain 48267.55 1142.61 1 in 21
Germany 24624.29 561.23 1 in 41
Colombia 38537.48 983.41 1 in 26
Argentina 40478.41 1023.15 1 in 25
Mexico 12618.10 1085.46 1 in 79
Poland 37641.18 874.49 1 in 27
South Africa 23371.99 649.70 1 in 43
Iran 16318.32 698.83 1 in 61
Ukraine NA NA 1 in NA
Peru 32826.33 1201.55 1 in 30
Netherlands 53533.88 760.54 1 in 19
Indonesia 3396.37 97.60 1 in 294

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 1004693 13757 1.37
Cook Illinois 431385 8980 2.08
Maricopa Arizona 413282 6437 1.56
Miami-Dade Florida 341842 4561 1.33
Harris Texas 281422 3777 1.34
San Bernardino California 248285 1560 0.63
Riverside California 235235 2517 1.07
Dallas Texas 233248 2397 1.03
San Diego California 209897 2065 0.98
Orange California 209365 2320 1.11
Clark Nevada 199260 2852 1.43
Tarrant Texas 187863 1825 0.97
Broward Florida 157590 1957 1.24
Queens New York 153424 7815 5.09
Kings New York 150376 8020 5.33
Bexar Texas 146343 2008 1.37
Suffolk New York 124384 2560 2.06
Salt Lake Utah 121741 623 0.51
Nassau New York 111393 2529 2.27
El Paso Texas 106312 1929 1.81
Philadelphia Pennsylvania 102837 2722 2.65
Bronx New York 102739 5252 5.11
Milwaukee Wisconsin 99152 1103 1.11
Franklin Ohio 96935 704 0.73
Palm Beach Florida 96743 2033 2.10
Hennepin Minnesota 92491 1470 1.59
Wayne Michigan 92449 3854 4.17
Orange Florida 92439 828 0.90
Middlesex Massachusetts 91946 2939 3.20
Hillsborough Florida 91632 1175 1.28
Santa Clara California 91466 1060 1.16
Pima Arizona 88878 1421 1.60
Kern California 84644 565 0.67
Westchester New York 82933 1780 2.15
Cuyahoga Ohio 81526 972 1.19
Marion Indiana 81069 1296 1.60
Sacramento California 80279 1080 1.35
Fresno California 79950 932 1.17
Utah Utah 78825 244 0.31
St. Louis Missouri 78024 1563 2.00
Mecklenburg North Carolina 76167 671 0.88
Shelby Tennessee 75747 1115 1.47
Duval Florida 74553 800 1.07
New York New York 73634 3424 4.65
King Washington 72253 1152 1.59
Gwinnett Georgia 71503 656 0.92
Essex Massachusetts 70581 1853 2.63
Davidson Tennessee 70180 656 0.93
Fulton Georgia 68716 867 1.26
DuPage Illinois 68534 1144 1.67
Oklahoma Oklahoma 68372 495 0.72
Providence Rhode Island 67526 1480 2.19
Oakland Michigan 67307 1809 2.69
Fairfield Connecticut 65725 1830 2.78
Alameda California 65679 757 1.15
Suffolk Massachusetts 64867 1478 2.28
Allegheny Pennsylvania 63884 1322 2.07
Collin Texas 62571 467 0.75
Prince George’s Maryland 62491 1162 1.86
Jefferson Alabama 61755 921 1.49
Hamilton Ohio 60913 438 0.72
Travis Texas 60379 610 1.01
Bergen New Jersey 60224 2409 4.00
Jefferson Kentucky 59907 596 0.99
Ventura California 59061 412 0.70
Essex New Jersey 58678 2476 4.22
Douglas Nebraska 58029 561 0.97
Will Illinois 57707 867 1.50
Tulsa Oklahoma 57544 491 0.85
Hidalgo Texas 57337 2293 4.00
Middlesex New Jersey 56812 1809 3.18
New Haven Connecticut 56512 1694 3.00
San Joaquin California 56484 748 1.32
Hartford Connecticut 56292 1992 3.54
Wake North Carolina 56241 394 0.70
Hudson New Jersey 55198 1784 3.23
Cobb Georgia 55120 644 1.17
Pinellas Florida 53882 1173 2.18
Montgomery Maryland 53832 1221 2.27
Macomb Michigan 53400 1767 3.31
Denver Colorado 53121 715 1.35
Worcester Massachusetts 53053 1700 3.20
Lake Illinois 52834 884 1.67
Fairfax Virginia 52491 732 1.39
Contra Costa California 51573 446 0.86
Erie New York 50716 1350 2.66
Greenville South Carolina 48365 611 1.26
Lee Florida 47803 727 1.52
Passaic New Jersey 47429 1541 3.25
Kent Michigan 47241 612 1.30
Union New Jersey 47079 1613 3.43
Sedgwick Kansas 46446 495 1.07
Denton Texas 46272 426 0.92
Bernalillo New Mexico 46179 686 1.49
DeKalb Georgia 45723 573 1.25
El Paso Colorado 45595 668 1.47
Kane Illinois 45493 675 1.48
Polk Iowa 45335 447 0.99
Polk Florida 45224 887 1.96
Lubbock Texas 45203 640 1.42

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc